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Non-Invasive Methods for
Biomonitoring Human Exposure to
Trace Elements

Dr Chris Harrington
Deputy Director
SAS Trace Element Laboratory,
Royal Surrey County Hospital
RSC TOXICOLOGY GROUP and
SOCIETY FOR BROWNFIELD RISK ASSESSMENT
Current Issues in Contaminated Land Risk Assessment - 2013
1
Human Health Effects

2
Biomonitoring Model

Two classes of biomarker can be measured:
Biomarkers of exposure and biomarkers of effect.
3
Biomarkers of Exposure

4
Biomarkers of Exposure
‱ Random urine: guidance values for occupational
exposure and defined species eg organic Pb.
Requires creatinine correction.
‱ Venous blood: guidance values for specific elements
(Ag, Cd, Hg, Mn and Pb).
‱ Hair: reference ranges available for some
populations. Provides a timeline of exposure.
Problems with surface contamination and cosmetic
treatments.
‱ Nails: similar to hair. Toe-nails better than finger-nails
as less affected by contamination.
‱ Zinc protoporphyrin in blood: blood drop from fingertip. Screening method for Pb and iron-deficiency
anaemia.
5
Study One: Arsenic
Dietary Effects and Ethnicity

6
Objectives
Small scale preliminary study looking at:
 Control groups from Leicester.
 As in hair, urine and nails.
 Development of life-style questionnaire.
 Methods for cleaning hair and nails
prior to analysis.
 Total As and As speciation by ICP-MS
and HPLC-ICP-MS.
7
Results 1.
Total As concentration in
urine, hair and fingernail of
three ethnic groups:
Asian (n = 21), Somali (n =
22) and White (n = 20).
(A) Total As concentration
(ÎŒg/g creatinine) in urine.
(B) Total As concentration
(ÎŒg/kg) in hair and
fingernail.
E. I. Brima, P. I. Haris, R.O. Jenkins, A. G. Gault, D. A. Polya, C.
F. Harrington. Understanding arsenic metabolism through a
comparative study of arsenic levels in the urine, hair and
fingernails of healthy volunteers from three unexposed ethnic
groups in the United Kingdom. Toxicology and Applied
Pharmacology, Vol. 216, 122-130, (2006).

8
Results 2.
Proportions of As species in the
urine of three ethnic groups.
Differences are predominantly
related to dietary exposure: all
participants refrained from
seafood for 3 days prior to
sampling.

Higher proportion of DMA in
Somali urine could relate to
higher protein intake which
promotes methylation.
9
Study Two: Arsenic
Devon Great Consols, Cornwall

10
Objectives
Small scale preliminary study looking at:
 Exposure to As from abandoned mine site.
 As in human hair, urine and nails.
 Use of worms as sentinel organisms.
 Use of bioaccessible fraction.
 Used preparation methods and
questionnaire from previous study.
 Total As and As speciation by ICP-MS and
HPLC-ICP-MS.
11
Devon Great Consols, Cornwall
Carmarthen

Cheltenham

Swansea
Bristol
Bath

Taunton
Devon Great Consuls
Exeter
Weymouth
Plymouth
Penzance

012.5
25

50

75 100
Kilometers

ÂŽ

Nottingham garden
used as control site.
Total As (mg/kg)
255 - 289
331- 439

*

913 - 1005
1564 - 2980
5141 - 12466

0

0.25

'

‱Total As in soil
determined via ICP-MS
following acid digestion.

‱Bioaccessible fraction
0.5 Kilometers by PBET.
‱SGV 32 – 640 mg/kg
12
Devon Great Consols: Sampling

13
Pathways of Exposure to Contaminated Soil
1.
2.
3.
-

-

Inhalation
Dermal uptake
Ingestion
Soil particles adhere to
vegetables
Geophagia
Hand-to-mouth activities
(‘Pica’ Children)

14
Unified Bioaccessibility Method

Stomach
Phase
Stomach +
Intestine
Phase

Bioaccessible = Maximum concentration of arsenic available
for gastro-intestinal absorption.
(Bioavailable – Contaminant fraction that reaches the systemic
circulation).
15
Results: Stomach vs. Intestine
Sample site
1
2
3
5
6
7
9
10
11
12
13
15
Control

Total As
(mg/kg-1)
3058
1564
996
238
11939
313
272
452
282
5232
2870
876
15.4

Stomach
Only
578
298
308
44.2
340
94.8
60.9
43.8
36.5
1595
848
158
4.6

Stomach +
Intestine
588
303
329
36.8
1603
73.0
72.2
40.5
35.3
1116
690
113
6.7

Bioaccessible
As (%)
19.2
19.4
33.1
18.5
13.4
30.3
26.6
9.68
12.9
30.5
29.6
18.1
43.4
16
Toe-Nail Levels: DGC
Exposed Group

Control Group

Mean±SD min max

Mean±SD

min

max

Age

46 ± 26

41 ± 13

25

55

Male/Female (n)

5/3

Time outdoors (hr/wk)

11 ± 7

3

2

10

Toenail As (ug/kg)

5406

858 25981 122

73

273

Exogen. TN As (ug/kg)

506

102 3784

2.1

13

11

67

6/3
21

5±2

4.0

Total conc. As in toe-nail as a biomarker of exposure.
Levels much higher in participants living near to DGC.
Small cohort sizes.
17
Publications From this Project
M.J. Watts, M. Button, T.S Brewer, G.R.T. Jenkin and C. F. Harrington. The speciation of arsenic in two species of
earthworms from a former mine site. Journal of Environmental Monitoring, Vol 10, 753-759, (2008).
M.J. Watts, M. Button, T.S Brewer, C. F. Harrington and G.R.T. Jenkin. Toenails as a biomarker of exposure to
elevated environmental arsenic levels in residents of an abandoned mine site, Devon, UK. Journal of Environmental
Monitoring. Vol. 11, 610-617. (2009).
Mark Button, Mark Cave, Chris F. Harrington, Michael J. Watts. Earthworms and in vitro physiologically based
extraction tests: complimentary tools in a holistic approach towards understanding risk at arsenic contaminated sites.
Environmental Geochemistry and Health, 31, 273-282, (2009).
Button M, Jenkin GRT, Bowman, KJ, Brewer TS, Harrington CF, Jones GDD and Watts MJ (2008). Assessment of
resistance to arsenic in earthworms from genotoxic contaminated soils using the Comet assay. Mutation Research:
Genetic Toxicology and Environmental Mutagenesis, 696, 95-100, (2010).

18
Study Three: Multielemental
Panasqueira Mine, Portugal
Panasquei
ra Mine

Castelo
dam

19
Objectives
Investigate the effects on population health caused by mine
waste contamination
using a multistage approach

integrate different biomarkers
a better characterization of the risk
Three groups: control (n = 35); occup. exp. (n = 34); environ. exp (n = 33).

20
SĂŁo Francisco de
Assis village

Geochemical sampling
campaign undertaken
in the vicinity of SĂŁo
Francisco de Assis
village

Mining
site

Village

Soil samples (when compared to local
background)
As - 36x
Cd - 4x
Stream sediments (when compared to
local background)
As – 117x
Cd – 23x

21
Biomarkers of Effect
- Genotoxicity:
- T-cell receptor (TCR) mutation assay
- Micronucleus (MN)
- Chromosomal Aberrations (CA)
- Comet Assay
- Immunotoxicity-> Lymphocyte subset frequency
- Susceptibility-> genetic polymorphisms (enzymes
involved in the metabolism of metal(loid)s and
DNA repair)
22
COLLECTED SAMPLES / METHODS
ïŹ

Blood
GFAAS and ICP-MS analysis

ïŹ

Urine

ïŹ

Nails

ïŹ

Hair

ICP-MS analysis

Digestion in
microwave
vessels with
HNO3 (conc.)

ICP-MS and
ICP-OES
analysis
23
RESULTS – ICP-MS
ï‚ą

Confounding factors
 Gender
- Cd in WB (↑ in males - E.E.)
- Pb in WB (↑ in males - C. and E.E.)
 Age
- As in U
↑ older individuals
- Hg in U
- Se in U
- Se in FN - ↑ younger individuals
 Smoking Habits
- Cd in WB (↑ in males - E.E.)
24
RESULTS – ICP-MS
C. vs. E.E.

E.E. vs. O.E.

C. vs. O.E.

As

↑ WB*, FN* &
TN*

-

↑ FN*

Cd

↑ FN*

↓ FN*,↑ H*

↑ H*

Cr

↑ WB**

↓ WB**

-

Hg

↓ TN** & H*

↑ TN* & H*

↑ H*

Mn

-

↓ U*, ↑ H*

↑ H*

Ni

-

-

-

Pb

-

↑ WB* & H**

↑ WB*

Se

-

↓ FN*

-

* p<0,05
* *p<0,001

C. – Contol Group
E.E. – Environmental Exposed Group
O.E. – Occupational Exposed Group

WB – Whole Blood
FN – Fingernails
TN – Toenails
H – Hair
U – Urine
RESULTS – ICP-MS
Correlations between elements & matrices

Significant correlations between:
‱ different elements / same matrix
‱ same element / different matrices
‱ different elements / different matrices were found for
the majority of the elements showing a good synergy
between these biomarkers.
Elements concentrations vs. Reference/Published ranges

Several elements exceed the reference ranges for
WB and U samples, and for FN, TN and H the
published ranges for non-exposed populations.
26
Initial Conclusions
Preliminary results for the biomarkers of effect:
‱ Increased MN frequency -> genotoxicity
‱ Elevated TCR mutation frequency -> mutagenicity
‱ Alterations in the percentages of lymphocytes subsets ->
immunotoxicity

Increased risk of effects on health

Related to the metal(loid) contamination
from Panasqueira mine activities
FURTHER DATA ANALYSIS IS
UNDERWAY

27
Publications From this Project
PatrĂ­cia Clara dos Santos Coelho, Solange Costa, Susana Silva, Alan Walter, James Ranville, Ana Sousa, Carla da
Costa, Marta Isabel Correia Coelho, Julia GarcĂ­a-LestĂłn, M. Ramiro Pastorinho, Blanca Laffon, Eduardo PĂĄsaro
Mendez, Chris Harrington, Andrew Taylor and JoĂŁo Paulo Teixeira. Metal(loid) levels in biological matrices from
human populations exposed to mining contamination - Panasqueira Mine (Portugal). Journal of Toxicology and
Environmental Health, Part A. 2012, 75(13-15), 893-908.
P. Coelho, S. Costa, C. Costa, S. Silva, A. Walter, J. Ranville, M.R. Pastorinho, C. Harrington, A. Taylor, V. Dall'Armi,
R. Zoffoli, C. Candeias, E. Ferreira da Silva, S. Bonassi, B. Laffon J.P. Teixeira. Impact of Panasqueira mine
activities on populations environmentally and occupationally exposed – quantification of several metal(loid)s in
different biological matrices. Environmental Geochemistry and Health, published on-line.

All publications relating to this work are available to download from Research Gate :
www.researchgate.net/profile/Chris_Harrington/?ev=hdr_xprf

28
Future Work:
Vulnerable populations

Ethically unacceptable to perform wide
scale biomonitoring on children using
invasive methods.
29
Acknowledgements
All colleagues and collaborators who helped with the
different studies:
Study One: De Montfort University Studentship
(Dr Eid Brima).

Study Two:

British Geological Survey, NERC
Award (Dr Mark Button).
Study Three: FCT Portugal (Dr Patricia Coelho).
Current work: NHS for on-going instrument time.
All publications relating to this work are available to
download from Research Gate :
www.researchgate.net/profile/Chris_Harrington/?ev=hdr_xprf
30

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Non-Invasive Methods for Biomonitoring Trace Element Exposure

  • 1. Non-Invasive Methods for Biomonitoring Human Exposure to Trace Elements Dr Chris Harrington Deputy Director SAS Trace Element Laboratory, Royal Surrey County Hospital RSC TOXICOLOGY GROUP and SOCIETY FOR BROWNFIELD RISK ASSESSMENT Current Issues in Contaminated Land Risk Assessment - 2013 1
  • 3. Biomonitoring Model Two classes of biomarker can be measured: Biomarkers of exposure and biomarkers of effect. 3
  • 5. Biomarkers of Exposure ‱ Random urine: guidance values for occupational exposure and defined species eg organic Pb. Requires creatinine correction. ‱ Venous blood: guidance values for specific elements (Ag, Cd, Hg, Mn and Pb). ‱ Hair: reference ranges available for some populations. Provides a timeline of exposure. Problems with surface contamination and cosmetic treatments. ‱ Nails: similar to hair. Toe-nails better than finger-nails as less affected by contamination. ‱ Zinc protoporphyrin in blood: blood drop from fingertip. Screening method for Pb and iron-deficiency anaemia. 5
  • 6. Study One: Arsenic Dietary Effects and Ethnicity 6
  • 7. Objectives Small scale preliminary study looking at:  Control groups from Leicester.  As in hair, urine and nails.  Development of life-style questionnaire.  Methods for cleaning hair and nails prior to analysis.  Total As and As speciation by ICP-MS and HPLC-ICP-MS. 7
  • 8. Results 1. Total As concentration in urine, hair and fingernail of three ethnic groups: Asian (n = 21), Somali (n = 22) and White (n = 20). (A) Total As concentration (ÎŒg/g creatinine) in urine. (B) Total As concentration (ÎŒg/kg) in hair and fingernail. E. I. Brima, P. I. Haris, R.O. Jenkins, A. G. Gault, D. A. Polya, C. F. Harrington. Understanding arsenic metabolism through a comparative study of arsenic levels in the urine, hair and fingernails of healthy volunteers from three unexposed ethnic groups in the United Kingdom. Toxicology and Applied Pharmacology, Vol. 216, 122-130, (2006). 8
  • 9. Results 2. Proportions of As species in the urine of three ethnic groups. Differences are predominantly related to dietary exposure: all participants refrained from seafood for 3 days prior to sampling. Higher proportion of DMA in Somali urine could relate to higher protein intake which promotes methylation. 9
  • 10. Study Two: Arsenic Devon Great Consols, Cornwall 10
  • 11. Objectives Small scale preliminary study looking at:  Exposure to As from abandoned mine site.  As in human hair, urine and nails.  Use of worms as sentinel organisms.  Use of bioaccessible fraction.  Used preparation methods and questionnaire from previous study.  Total As and As speciation by ICP-MS and HPLC-ICP-MS. 11
  • 12. Devon Great Consols, Cornwall Carmarthen Cheltenham Swansea Bristol Bath Taunton Devon Great Consuls Exeter Weymouth Plymouth Penzance 012.5 25 50 75 100 Kilometers ÂŽ Nottingham garden used as control site. Total As (mg/kg) 255 - 289 331- 439 * 913 - 1005 1564 - 2980 5141 - 12466 0 0.25 ' ‱Total As in soil determined via ICP-MS following acid digestion. ‱Bioaccessible fraction 0.5 Kilometers by PBET. ‱SGV 32 – 640 mg/kg 12
  • 13. Devon Great Consols: Sampling 13
  • 14. Pathways of Exposure to Contaminated Soil 1. 2. 3. - - Inhalation Dermal uptake Ingestion Soil particles adhere to vegetables Geophagia Hand-to-mouth activities (‘Pica’ Children) 14
  • 15. Unified Bioaccessibility Method Stomach Phase Stomach + Intestine Phase Bioaccessible = Maximum concentration of arsenic available for gastro-intestinal absorption. (Bioavailable – Contaminant fraction that reaches the systemic circulation). 15
  • 16. Results: Stomach vs. Intestine Sample site 1 2 3 5 6 7 9 10 11 12 13 15 Control Total As (mg/kg-1) 3058 1564 996 238 11939 313 272 452 282 5232 2870 876 15.4 Stomach Only 578 298 308 44.2 340 94.8 60.9 43.8 36.5 1595 848 158 4.6 Stomach + Intestine 588 303 329 36.8 1603 73.0 72.2 40.5 35.3 1116 690 113 6.7 Bioaccessible As (%) 19.2 19.4 33.1 18.5 13.4 30.3 26.6 9.68 12.9 30.5 29.6 18.1 43.4 16
  • 17. Toe-Nail Levels: DGC Exposed Group Control Group Mean±SD min max Mean±SD min max Age 46 ± 26 41 ± 13 25 55 Male/Female (n) 5/3 Time outdoors (hr/wk) 11 ± 7 3 2 10 Toenail As (ug/kg) 5406 858 25981 122 73 273 Exogen. TN As (ug/kg) 506 102 3784 2.1 13 11 67 6/3 21 5±2 4.0 Total conc. As in toe-nail as a biomarker of exposure. Levels much higher in participants living near to DGC. Small cohort sizes. 17
  • 18. Publications From this Project M.J. Watts, M. Button, T.S Brewer, G.R.T. Jenkin and C. F. Harrington. The speciation of arsenic in two species of earthworms from a former mine site. Journal of Environmental Monitoring, Vol 10, 753-759, (2008). M.J. Watts, M. Button, T.S Brewer, C. F. Harrington and G.R.T. Jenkin. Toenails as a biomarker of exposure to elevated environmental arsenic levels in residents of an abandoned mine site, Devon, UK. Journal of Environmental Monitoring. Vol. 11, 610-617. (2009). Mark Button, Mark Cave, Chris F. Harrington, Michael J. Watts. Earthworms and in vitro physiologically based extraction tests: complimentary tools in a holistic approach towards understanding risk at arsenic contaminated sites. Environmental Geochemistry and Health, 31, 273-282, (2009). Button M, Jenkin GRT, Bowman, KJ, Brewer TS, Harrington CF, Jones GDD and Watts MJ (2008). Assessment of resistance to arsenic in earthworms from genotoxic contaminated soils using the Comet assay. Mutation Research: Genetic Toxicology and Environmental Mutagenesis, 696, 95-100, (2010). 18
  • 19. Study Three: Multielemental Panasqueira Mine, Portugal Panasquei ra Mine Castelo dam 19
  • 20. Objectives Investigate the effects on population health caused by mine waste contamination using a multistage approach integrate different biomarkers a better characterization of the risk Three groups: control (n = 35); occup. exp. (n = 34); environ. exp (n = 33). 20
  • 21. SĂŁo Francisco de Assis village Geochemical sampling campaign undertaken in the vicinity of SĂŁo Francisco de Assis village Mining site Village Soil samples (when compared to local background) As - 36x Cd - 4x Stream sediments (when compared to local background) As – 117x Cd – 23x 21
  • 22. Biomarkers of Effect - Genotoxicity: - T-cell receptor (TCR) mutation assay - Micronucleus (MN) - Chromosomal Aberrations (CA) - Comet Assay - Immunotoxicity-> Lymphocyte subset frequency - Susceptibility-> genetic polymorphisms (enzymes involved in the metabolism of metal(loid)s and DNA repair) 22
  • 23. COLLECTED SAMPLES / METHODS ïŹ Blood GFAAS and ICP-MS analysis ïŹ Urine ïŹ Nails ïŹ Hair ICP-MS analysis Digestion in microwave vessels with HNO3 (conc.) ICP-MS and ICP-OES analysis 23
  • 24. RESULTS – ICP-MS ï‚ą Confounding factors  Gender - Cd in WB (↑ in males - E.E.) - Pb in WB (↑ in males - C. and E.E.)  Age - As in U ↑ older individuals - Hg in U - Se in U - Se in FN - ↑ younger individuals  Smoking Habits - Cd in WB (↑ in males - E.E.) 24
  • 25. RESULTS – ICP-MS C. vs. E.E. E.E. vs. O.E. C. vs. O.E. As ↑ WB*, FN* & TN* - ↑ FN* Cd ↑ FN* ↓ FN*,↑ H* ↑ H* Cr ↑ WB** ↓ WB** - Hg ↓ TN** & H* ↑ TN* & H* ↑ H* Mn - ↓ U*, ↑ H* ↑ H* Ni - - - Pb - ↑ WB* & H** ↑ WB* Se - ↓ FN* - * p<0,05 * *p<0,001 C. – Contol Group E.E. – Environmental Exposed Group O.E. – Occupational Exposed Group WB – Whole Blood FN – Fingernails TN – Toenails H – Hair U – Urine
  • 26. RESULTS – ICP-MS Correlations between elements & matrices Significant correlations between: ‱ different elements / same matrix ‱ same element / different matrices ‱ different elements / different matrices were found for the majority of the elements showing a good synergy between these biomarkers. Elements concentrations vs. Reference/Published ranges Several elements exceed the reference ranges for WB and U samples, and for FN, TN and H the published ranges for non-exposed populations. 26
  • 27. Initial Conclusions Preliminary results for the biomarkers of effect: ‱ Increased MN frequency -> genotoxicity ‱ Elevated TCR mutation frequency -> mutagenicity ‱ Alterations in the percentages of lymphocytes subsets -> immunotoxicity Increased risk of effects on health Related to the metal(loid) contamination from Panasqueira mine activities FURTHER DATA ANALYSIS IS UNDERWAY 27
  • 28. Publications From this Project PatrĂ­cia Clara dos Santos Coelho, Solange Costa, Susana Silva, Alan Walter, James Ranville, Ana Sousa, Carla da Costa, Marta Isabel Correia Coelho, Julia GarcĂ­a-LestĂłn, M. Ramiro Pastorinho, Blanca Laffon, Eduardo PĂĄsaro Mendez, Chris Harrington, Andrew Taylor and JoĂŁo Paulo Teixeira. Metal(loid) levels in biological matrices from human populations exposed to mining contamination - Panasqueira Mine (Portugal). Journal of Toxicology and Environmental Health, Part A. 2012, 75(13-15), 893-908. P. Coelho, S. Costa, C. Costa, S. Silva, A. Walter, J. Ranville, M.R. Pastorinho, C. Harrington, A. Taylor, V. Dall'Armi, R. Zoffoli, C. Candeias, E. Ferreira da Silva, S. Bonassi, B. Laffon J.P. Teixeira. Impact of Panasqueira mine activities on populations environmentally and occupationally exposed – quantification of several metal(loid)s in different biological matrices. Environmental Geochemistry and Health, published on-line. All publications relating to this work are available to download from Research Gate : www.researchgate.net/profile/Chris_Harrington/?ev=hdr_xprf 28
  • 29. Future Work: Vulnerable populations Ethically unacceptable to perform wide scale biomonitoring on children using invasive methods. 29
  • 30. Acknowledgements All colleagues and collaborators who helped with the different studies: Study One: De Montfort University Studentship (Dr Eid Brima). Study Two: British Geological Survey, NERC Award (Dr Mark Button). Study Three: FCT Portugal (Dr Patricia Coelho). Current work: NHS for on-going instrument time. All publications relating to this work are available to download from Research Gate : www.researchgate.net/profile/Chris_Harrington/?ev=hdr_xprf 30